Harith Al-Sahaf

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Topics

Feature Construction

Genetic Programming

Image Classification

Top Venues

Australasian Conference on Artificial Intelligence

Publications

Harith Al-Sahaf, Pablo Mesejo, Ying Bi, Mengjie Zhang
Evolutionary deep learning for computer vision and image processing. Appl. Soft Comput. 151 (2024)
Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. 55 (5) (2023)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling. AI (2) (2023)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection. GECCO Companion (2023)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming. IEEE Trans. Cybern. 53 (5) (2023)
Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard
Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. 129 (2023)
Qurrat UI Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification. ICDM (Workshops) (2022)
Junaid Haseeb, Masood Mansoori, Yuichi Hirose, Harith Al-Sahaf, Ian Welch
Autoencoder-based feature construction for IoT attacks clustering. Future Gener. Comput. Syst. 127 (2022)
Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. 117 (2022)
Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR (2022)
Muhammad Shabbir Abbasi, Harith Al-Sahaf, Masood Mansoori, Ian Welch
Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection. Appl. Soft Comput. 121 (2022)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Genetic programming for automatic skin cancer image classification. Expert Syst. Appl. 197 (2022)
Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach. GECCO Companion (2022)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. CEC (2022)
Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe
Advanced Persistent Threat Detection: A Particle Swarm Optimization Approach. ITNAC (2022)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection. IEEE Trans. Emerg. Top. Comput. Intell. 5 (4) (2021)
Shima Afzali Vahed Moghaddam, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
An automatic feature construction method for salient object detection: A genetic programming approach. Expert Syst. Appl. 186 (2021)
Harith Al-Sahaf, Ausama Al-Sahaf, Bing Xue, Mengjie Zhang
Automatically Evolving Texture Image Descriptors Using the Multitree Representation in Genetic Programming Using Few Instances. Evol. Comput. 29 (3) (2021)
Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR (2021)
Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR (2021)
Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
Automated Behavior-based Malice Scoring of Ransomware Using Genetic Programming. SSCI (2021)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling. CEC (2020)
Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification. EvoApplications (2020)
Junaid Haseeb, Masood Mansoori, Harith Al-Sahaf, Ian Welch
IoT Attacks: Features Identification and Clustering. TrustCom (2020)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
A genetic programming approach to feature construction for ensemble learning in skin cancer detection. GECCO (2020)
Aisha Ajmal, Harith Al-Sahaf, Christopher Hollitt
Salient Motion Features for Visual Attention Models. IVCNZ (2020)
Stefano Cagnoni, Harith Al-Sahaf, Yanan Sun, Bing Xue, Mengjie Zhang
Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition. Appl. Soft Comput. 97 (Part B) (2020)
Brandon Muller, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Transfer learning: a building block selection mechanism in genetic programming for symbolic regression. GECCO (Companion) (2019)
Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection. EvoApplications (2019)
Harith Al-Sahaf, Ian Welch
A genetic programming approach to feature selection and construction for ransomware, phishing and spam detection. GECCO (Companion) (2019)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification. IVCNZ (2019)
Muhammad Iqbal, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Genetic programming with transfer learning for texture image classification. Soft Comput. 23 (23) (2019)
Hassan Tariq, Harith Al-Sahaf, Ian Welch
Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach. UCC (2019)
Benjamin Patrick Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification. CoRR (2019)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming with Pareto Local Search for Many-Objective Job Shop Scheduling. Australasian Conference on Artificial Intelligence (2019)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection. CEC (2019)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification. PRICAI (1) (2018)
Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
Foreground and Background Feature Fusion Using a Convex Hull Based Center Prior for Salient Object Detection. IVCNZ (2018)
Aisha Ajmal, Christopher Hollitt, Marcus Frean, Harith Al-Sahaf
A Comparison of RGB and HSV Colour Spaces for Visual Attention Models. IVCNZ (2018)
Benjamin P. Evans, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification. CEC (2018)
Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang
A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object Detection. Australasian Conference on Artificial Intelligence (2018)
Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features. Australasian Conference on Artificial Intelligence (2018)
Harith Al-Sahaf, Mengjie Zhang, Ausama Al-Sahaf, Mark Johnston
Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors. IEEE Trans. Evol. Comput. 21 (6) (2017)
Damien O'Neill, Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Common subtrees in related problems: A novel transfer learning approach for genetic programming. CEC (2017)
Shima Afzali, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
A supervised feature weighting method for salient object detection using particle swarm optimization. SSCI (2017)
Qurrat Ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Genetic programming for skin cancer detection in dermoscopic images. CEC (2017)
Harith Al-Sahaf, Bing Xue, Mengjie Zhang
Evolving texture image descriptors using a multitree genetic programming representation. GECCO (Companion) (2017)
Harith Al-Sahaf, Ausama Al-Sahaf, Bing Xue, Mark Johnston, Mengjie Zhang
Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming. IEEE Trans. Evol. Comput. 21 (1) (2017)
Harith Al-Sahaf, Bing Xue, Mengjie Zhang
A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors. SEAL (2017)
Muhammad Iqbal, Bing Xue, Harith Al-Sahaf, Mengjie Zhang
Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification. IEEE Trans. Evol. Comput. 21 (4) (2017)
Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue
Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data. EuroGP (2016)
Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances. Evol. Comput. 24 (1) (2016)
Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction. GECCO (2015)
Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Bing Xue
A hybrid Genetic Programming approach to feature detection and image classification. IVCNZ (2015)
Andrew Lensen, Harith Al-Sahaf, Mengjie Zhang, Brijesh K. Verma
Genetic Programming for algae detection in river images. CEC (2015)
Harith Al-Sahaf, Mengjie Zhang, Mark Johnston, Brijesh K. Verma
Image descriptor: A genetic programming approach to multiclass texture classification. CEC (2015)
Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification. IVCNZ (2014)
Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
Genetic Programming for Multiclass Texture Classification Using a Small Number of Instances. SEAL (2014)
Harith Al-Sahaf, Andy Song, Mengjie Zhang
Hybridisation of Genetic Programming and Nearest Neighbour for classification. IEEE Congress on Evolutionary Computation (2013)
Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
Binary image classification using genetic programming based on local binary patterns. IVCNZ (2013)
Harith Al-Sahaf, Mengjie Zhang, Mark Johnston
A One-Shot Learning Approach to Image Classification Using Genetic Programming. Australasian Conference on Artificial Intelligence (2013)
Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang
Extracting image features for classification by two-tier genetic programming. IEEE Congress on Evolutionary Computation (2012)
Harith Al-Sahaf, Andy Song, Kourosh Neshatian, Mengjie Zhang
Two-Tier genetic programming: towards raw pixel-based image classification. Expert Syst. Appl. 39 (16) (2012)
Harith Al-Sahaf, Kourosh Neshatian, Mengjie Zhang
Automatic feature extraction and image classification using genetic programming. ICARA (2011)